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Outsourcing for four years, abandoned
2022-07-07 07:25:00 【Program Yuanke】
Let's talk about our situation first . Junior college students ,18 In, he entered a software company in Hunan through school recruitment , It's close 4 Year of CRUD, Early this year , I feel like I can't go on like this , Staying in a comfortable environment for a long time can make a person degenerate ! And I have worked in an enterprise for four years CRUD, It's made me less enterprising , Talked about 2 My girlfriend, who has been living for more than 20 years, broke up with me because of my mentality and salary . therefore , I decided to change the status quo , Development can't defeat them , I run AI 了 . Now? AI Not only is it easy to work , And the salary is high .
At the beginning of preparation , I've been blinded , Although I have programming foundation , But I don't know where to start .
Can't , I found my brother in Tencent , As his little old watch , After he learned about me , Just throw me a net disk , Speaking of :“ Go for it , Here's everything you need , Don't come to me , I think it's embarrassing !”.
A machine learning book on the plate 、 Deep learning of practical experience . As a book AI Practical Bible , This book mainly teaches you how to make machine learning algorithm experience in practice ( Attached download address ).
I feel this set of information is very useful , Share it with you
This article shows some screenshots , Need to be complete PDF file , Click the business card at the end of the article to download for free
Catalog
Development set and test set
The development set and test set provide an environment that can quickly observe the effect of the algorithm , The function is to guide you to find the most important direction of building machine learning system .
Deviation and variance
In the interview of machine learning , Can you clarify the deviation variance , It is often used to examine the theoretical basis of the interviewer . Deviation variance seems very simple , But I really want to make it clear , But it is difficult . This article will help you explain the related problems of deviation and variance .
Human performance level
However , Many tasks for us humans , Can almost perfectly complete , Reaching the level of human performance is machine learning trying to imitate 、 Realized .
Optimize validation testing
Whether it's machine learning , Recommendation system , Image recognition or natural language processing , A certain amount of test data is needed to run the test . This article helps you understand what these projects generally test , What type of tests are to be carried out .
End to end learning
Assembly line
At present, most machine learning books on the market focus on model theory and proof derivation , There are few practices involving engineering products , However, at work , This is often the key and difficult point . This book is Ng Experience summary in machine learning engineering practice , A very practical and unique book , Short and tough, but full of dry goods , It is strongly recommended to teams and individuals engaged in the field of data .
Full version if required PDF Of , Click the business card below to get it for free .
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